CNN Model Experimentation Using 25 PCA Variables

Helper Functions

Loading the Datasets

Cleaning the Dataset

Preparing the Data for the ML Model

We Will Create a 1D CNN With the PCA Reduced Feature Dimensions, and Conduct Trials to Find The Best Hyperparameters

Doing 10-Fold Cross Validation on the Best Model

Here we visualize the CNN Model we have created